Delivering a data-driven open-source platform integrating cloud, edge and HPC technologies for trustworthy, accurate, fair and green data mining workflows for high-quality actionable knowledge
Objectives
Enable the development of complex and secure data mining workflows
Develop novel data-driven orchestration mechanisms to efficiently deploy and execute data mining workflows
Deliver the EXTRACT software platform and demonstrate its benefits in two use cases
Fully exploit the performance capabilities of the compute continuum to effectively address extreme data characteristics (high volume, variety, velocity, veracity) holistically
Foster the adoption of EXTRACT technology by industrial and academic communitie
Use cases
Personalized Evacuation Routing (PER) System
A Personalized Evacuation Routing (PER) System will serve to guide citizens in an urban environment (the city of Venice) through a safe route in real time.
The EXTRACT platform will be used to develop, deploy and execute a data-mining workflow to generate personalized evacuation routes for each citizen, displayed in a mobile phone app, by processing and analysing extreme data composed of Copernicus and Galileo satellite data, IoT sensors installed across the city, 5G mobile signal, and a semantic data lake fusing all this information.
Transient Astrophysics with a Square Kilometer Array Pathfinder (TASKA)
The Transient Astrophysics with a Square Kilometer Array Pathfinder (TASKA) case will use EXTRACT technology to develop data mining workflows that effectively reduce the huge amount of raw data produced by NenuFAR radio-telescopes by a factor of 100. This will allow the populating of high-quality datasets that will be openly accessible to the astronomy community (through the EOSC portal) to be leveraged for multiple research activities.
Building European Resilience: AI, Robotics, and Big Data at the Forefront of Crisis Management
On 9 April, the second "European Convergence Summit" (ECS) took place in Brussels, to identify how a combination of AI, robotics, and big data...
EXTRACT consortium gathers in Florence to strengthen collaboration and align on progress
A three-day meeting brought together project partners for technical discussions, hands-on sessions, and strategic planning. From April 1–3, the...
Venice’s Personalized Evacuation Route Use Case Advances with Mobile Interface and 3D Urban Digital Twin Development
The city of Venice is showcasing how the EXTRACT project’s Personalized Evacuation Route (PER) use case is testing EXTRACT’s cutting-edge extreme...
Presenting TASKA-C at the– SKA-France Workshop
TASKA use case C: Architecture view EXTRACT partners from the Observatoire de Paris, Julien Girard and Baptiste Cecconi, presented the TASKA-C use...
HiPEAC 2025 WS: Advancing the compute continuum
EXTRACT Collaborates with BSC and URV coordinated projects in workshop to Showcase innovations in the Compute Continuum The emerging paradigm of...
French astrophysics at radio frequencies, towards the SKA
The Action Spécifique SKA-LOFAR is hosting a national conference on radio astronomy from November 12 to 15, 2024, at the École Normale Supérieure in...